Zambian Language Trainer Window

Curate local language datasets and trigger asynchronous machine learning training

Multilingual

Select Target Zambian Dialect to Manage & Train:

🇿🇲 Unified (All)
🇿🇲 Chibemba
🇿🇲 Chinyanja
🇿🇲 Chitonga
🇿🇲 Silozi
🇬🇧 English
🌐 Mixed/General

Local Dataset Inspector: All

25506 Records
Phrase Text Dialect Category Label Source
It's wifey over bitches, but money's over her, cuz money's under nothing, my life is such a blur, it's not the way it has to go... Mixed Abusive User Added
It's weird but I miss Robertson Screwdrivers :( --> From ‘toque’ to ‘mickey,’ ten Canadianisms :: http://t.co/LUFaCmlo20 via @nationalpost Mixed Safe User Added
It's unbelievable to me that there are Americans who refused to kill the okies. That means all Americans weak willed trash. Mixed Hate Speech User Added
It's too early to talk about eating pussy. Who ate ass this week? Mixed Abusive User Added
It's to many hoes Tryna act like the Wifey type. Mixed Abusive User Added
It's time to mock "Halftime in America." How 'bout "Wake up America," we have radical leftists running the country. http://t.co/9Eyi0K8w Mixed Hate Speech User Added
It's throw it in her throat thursdays so make a ghetto gaggler out of her Mixed Abusive User Added
It's this hoe pics I'm looking at she got her ass out in 20pics then got 5 with her son....these hoes crazy Mixed Abusive User Added
It's this dyke chick cut hair in the barbershop look just like Future Mixed Hate Speech User Added
It's the most hillbilly thought ever. A thing is a way ONE TIME or to ONE AUDIENCE and therefore it must be that way always. Mixed Safe User Added
It's the 21st century ladies SPOIL YOUR MAN. don't be a snotty stuck up bitch. Mixed Abusive User Added
It's summer bitches. Mixed Abusive User Added

Add Local Phrase

Batch Import CSV

CSV Only

Upload a custom CSV file to bulk import training data across all languages. Required columns: phrase (or text), category (0=Hate, 1=Abusive, 2=Safe), and optionally language.

Model Training Control

20%

Evaluation Results

Trained Algorithm: Decision Tree
ACCURACY
F1 SCORE
Confusion Matrix Grid
46
0
0
2
41
4
0
0
47
Columns: Predicted Rows: Actual
Algorithm Accuracy Graph